Estimating Alarm Thresholds for Process Monitoring Data under Different Assumptions about the Data Generating Mechanism
Figure 1
(a) 100 transformed observations , in arbitrary units (au), with simulated as ; (b) the estimated probability density using parametric density estimation from two sets of 100 simulated and transformed observations as in (a); (c) same as (b) but using nonparametric density estimation.